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Action Units recognition based on Deep Spatial-Convolutional and Multi-label Residual network 期刊论文
NEUROCOMPUTING, 2019, 卷号: 359, 页码: 130-138
Authors:  Wang, Su-Jing;  Lin, Bo;  Wang, Yong;  Yi, Tongqiang;  Zou, Bochao;  Lyu, Xiang-wen
Adobe PDF(2154Kb)  |  Favorite  |  View/Download:9/0  |  Submit date:2019/09/10
Sample imbalance problem  AU recognition  Multi-label learning  Local convolution  Residual unit  
Micro-expression recognition with small sample size by transferring long-term convolutional neural network 期刊论文
Neurocomputing, 2018, 卷号: 312, 页码: 251-262
Authors:  Wang, Su-Jing;  Li, Bing-Jun;  Liu, Yong-Jin;  Yan, Wen-Jing;  Ou, Xinyu;  Huang, Xiaohua;  Xu, Feng;  Fu, Xiaolan
Adobe PDF(2521Kb)  |  Favorite  |  View/Download:80/0  |  Submit date:2019/01/08
Micro-expression   Deep learning   Transferring learning   Convolutional neural network  
A novel and effective fMRI decoding approach based on sliced inverse regression and its application to pain prediction 期刊论文
NEUROCOMPUTING, 2018, 卷号: 273, 期号: 0, 页码: 373-384
Authors:  Tu, Y. H.;  Fu, Z. N.;  Tan, A.;  Huang, G.;  Hu, L.;  Hung, Y. S.;  Zhang, Z. G.
Adobe PDF(3633Kb)  |  Favorite  |  View/Download:53/0  |  Submit date:2017/12/18
Fmri Decoding  Dimension Reduction  Sliced Inverse Regression  Pain Prediction  
A main directional maximal difference analysis for spotting facial movements from long-term videos 期刊论文
NEUROCOMPUTING, 2017, 卷号: 230, 期号: 0, 页码: 382-389
Authors:  Wang, Su-Jing;  Wu, Shuhang;  Qian, Xingsheng;  Li, Jingxiu;  Fu, Xiaolan
Adobe PDF(1586Kb)  |  Favorite  |  View/Download:71/0  |  Submit date:2017/04/05
Micro-expression recognition  Macro-expression  Micro-expression spotting  Optical flow  
Sparse tensor canonical correlation analysis for micro-expression recognition 期刊论文
NEUROCOMPUTING, 2016, 卷号: 214, 期号: 0, 页码: 218-232
Authors:  Wang, Su-Jing;  Yan, Wen-Jing;  Sun, Tingkai;  Zhao, Guoying;  Fu, Xiaolan
Adobe PDF(2100Kb)  |  Favorite  |  View/Download:65/0  |  Submit date:2017/02/06
Micro-expression recognition  Correlation analysis  Sparse representation  Tensor subspace  
An efficient hybrid kernel extreme learning machine approach for early diagnosis of Parkinson's disease 期刊论文
NEUROCOMPUTING, 2016, 卷号: 184, 期号: 0, 页码: 131-144
Authors:  Chen, Hui-Ling;  Wang, Gang;  Ma, Chao;  Cai, Zhen-Nao;  Liu, Wen-Bin;  Wang, Su-Jing
Adobe PDF(5212Kb)  |  Favorite  |  View/Download:36/1  |  Submit date:2016/07/14
Kernel Extreme Learning Machine  Feature Selection  Medical Diagnosis  Parkinson's Disease  
A PMJ-inspired cognitive framework for natural scene categorization in line drawings 期刊论文
NEUROCOMPUTING, 2016, 卷号: 173, 期号: 0, 页码: 2041-2048
Authors:  Yu, Minjing;  Liu, Yong-Jin;  Wang, Su-Jing;  Fu, Qiufang;  Fu, Xiaolan
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Visual perception  Line drawings  Natural scene categorization  
For micro-expression recognition: Database and suggestions 期刊论文
NEUROCOMPUTING, 2014, 卷号: 136, 期号: 136, 页码: 82-87
Authors:  Yan, Wen-Jing;  Wang, Su-Jing;  Liu, Yong-Jin;  Wu, Qi;  Fu, Xiaolan
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Micro-expression  Database  Recognition  Suggestion  
Random subspace evidence classifier 期刊论文
NEUROCOMPUTING, 2013, 卷号: 110, 页码: 62-69
Authors:  Li, Haisheng;  Wen, Guihua;  Yu, Zhiwen;  Zhou, Tiangang;  Wen, GH (reprint author), S China Univ Technol, Sch Comp Sci & Engn, Guangzhou 510006, Guangdong, Peoples R China.
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Evidence theory  Nearest neighbors  Local hyperplane  Random subspace  
Cognitive gravitation model for classification on small noisy data 期刊论文
NEUROCOMPUTING, 2013, 卷号: 118, 页码: 245-252
Authors:  Wen, Guihua;  Wei, Jia;  Wang, Jiabing;  Zhou, Tiangang;  Chen, L.;  Wen, GH (reprint author), S China Univ Technol, Guangzhou 510641, Guangdong, Peoples R China.
Adobe PDF(992Kb)  |  Favorite  |  View/Download:57/5  |  Submit date:2015/05/19
Cognitive laws  Nearest neighbors  Classification  Gravitation model